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1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
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Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying math that powers modern machine learning to help everyone grasp this technology impacting our lives, even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…
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Inhoud geleverd door Jason and Rob. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door Jason and Rob of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.
A sci-fi podcast from a couple of guys who think they know sci-fi.
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231 afleveringen
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Manage series 3268687
Inhoud geleverd door Jason and Rob. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door Jason and Rob of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.
A sci-fi podcast from a couple of guys who think they know sci-fi.
…
continue reading
231 afleveringen
Alle afleveringen
×This week Jason and Rob continue their weirding ways as they review episode two of season one of Dune: Prophecy.
SaDiS is back and discussing the prequel series Dune: Prophecy.
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1 Ep.227 – Ep. 227 - A Quiet Place: Day One (2024) 1:03:15
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This week Jason and Rob quietly discuss the most implausible alien invasion apocalypse ever conceived as they review 2024's A Quiet Place: Day One.
This week the guys are sad to say goodbye to the Wasteland as they wrap up their coverage of the post-apocalyptic retro-futuristic world of Fallout with Season 1 episodes 7 and 8.
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1 Ep.225 – Ep. 225 - Fallout (Season 1 Eps 5 - 6) 1:05:45
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This week the guys suit up in their power armor and review episodes five and six of season one of Fallout.
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1 Ep.224 – Ep. 224 - Fallout (Season 1 Eps 3 - 4) 1:02:16
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This week the guys head to the Super-Duper Mart to score a new finger as they review episodes three and four of season one of Fallout.
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1 Ep.223 – Ep. 223 - Fallout (Season 1 Eps 1 - 2) 1:22:26
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This week the guys fire up their Pip-Boys and head out into the wasteland as they discuss the new TV series Fallout, episodes one and two.
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1 Ep.222 – Ep. 222 - Ghostbusters: Frozen Empire (2024) 1:01:24
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This week the guys head back to the old firehouse in New York where busting feels so good as they review 2024's Ghostbusters: Frozen Empire.
The guys are back from hiatus to review part two of the sandy space epic, it's 2024's Dune: Part 2.
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1 Ep.220 – Ep. 220 - The Thing (1982) 1:14:08
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This week Jason and Rob eye the other looking for signs they aren't what they appear to be as they discuss John Carpenter's study of paranoia with 1982's The Thing. Russia's Moon Landing - https://www.theverge.com/2023/8/20/23839240/russias-luna-25-space-craft-ceased-to-exist-after-colliding-with-the-moon Space Trash - https://gizmodo.com/nasa-transastra-space-junk-1850792072 Jupiter's Explosion - https://www.iflscience.com/something-just-smacked-into-jupiter-and-amateur-astronomers-captured-it-70524…
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1 Ep.219 – Ep. 219 - Minority Report (2002) 1:15:02
1:15:02
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This week the guys get back to the business of not reviewing crappy TV series as they prevent pre-crimes while reviewing 2002's Minority Report. Deadpool 3 Pulled - https://comicbookmovie.com/deadpool/deadpool-3/deadpool-3-absent-from-disneys-release-schedule-suggesting-a-delay-is-now-imminent-a204920#gs.4dmyqy Strange New World - https://www.denofgeek.com/tv/star-trek-strange-new-worlds-season-3-cliffhanger-season-2-ending-explained/ Electrified Cement - https://www.science.org/content/article/electrified-cement-could-turn-houses-and-roads-nearly-limitless-batteries Accelerator Ferret - https://www.sciencealert.com/bizarre-true-story-physicists-once-put-a-ferret-in-a-particle-accelerator…
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1 Ep.218 – Ep. 218 - Heroes (Season 4 Eps 13 - 18) 1:03:15
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In this, the final episode of Hot Heroes Summer, Jason and Rob give thanks that they don't have to review anymore of these episodes as they reflect back at the past few months and wonder why they did this to themselves in the first place. It's Heroes season four episodes thirteen through eighteen.
Rob and Jason see the light at the end of the tunnel. They aren't sure if it's the end of Hot Heroes Summer, or a freight train. Either way, the torture will come to an end. Its Heroes, Season 4, Episodes 7-12.
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1 Ep.216 – Ep. 216 - Heroes (Season 4 Eps 1 - 6) 1:00:35
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This week the guys head to the carnival for a new (and, thankfully, final) season of Heroes, it's Season 3 episodes 1 to 6.
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1 Ep.215 – Ep. 215 - Heroes (Season 3 Eps 20 -25) 1:04:05
1:04:05
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Rob and Jason finish off another season of Heroes as they approach the finish line of Hot Heroes Summer. We are so close, we can taste it. Unfortunately, it tastes like it "turnt" a number of years ago. It's Heroes, Season 3, Episodes 20-25.
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